Janez Brest

Naziv:Redni profesor
Prostor:F-203
Govorilne ure:Petek, 12-14
Telefon:+386 (2) 22 07 452
E-pošta:
Spletna stran:/zaposleni/janez-brest/
Google Scholar:GoogleScholar Cites
Orcid ID:0000-0001-5864-3533
Research ID:/record/B-8013-2008
Github:/github.com/J-Brest
Uploads:/uploads/janez/

Predmeti

Predmet (eŠtudij)
Učni načrt (moja.um.si)
Letnik
Program
Programiranje I
1.
R-IT (UN)
Računalniške arhitekture
2.
R-IT (UN)
Sistemska administracija
2.
R-IT (UN)
Paralelno in porazdeljeno računanje
3.
R-IT (UN)
Programiranje I
1.
R-IT (VS)
Organizacija in arhitektura računalnikov
1.
R-IT (VS)
Paralelno in porazdeljeno računanje
3.
R-IT (VS)
Algoritmi po vzorih iz narave
1.
R-IT (DR)

Projekti

Izbrane objave

99 entries « 3 of 5 »
Multi-objective differential evolution for feature selection in facial expression recognition systems

Mlakar, Uroš; Fister, Iztok; Brest, Janez; Potočnik, Božidar

Multi-objective differential evolution for feature selection in facial expression recognition systems Journal Article

In: Expert Systems with Applications, vol. 89, pp. 129–137, 2017.

Links | BibTeX

Single objective real-parameter optimization: Algorithm jSO

Brest, Janez; Maučec, Mirjam Sepesy; Bošković, Borko

Single objective real-parameter optimization: Algorithm jSO Proceedings Article

In: 2017 IEEE congress on evolutionary computation (CEC), pp. 1311–1318, IEEE 2017.

Links | BibTeX

Low-Autocorrelation Binary Sequences: On Improved Merit Factors and Runtime Predictions to Achieve Them

Bošković, Borko; Brglez, Franc; Brest, Janez

Low-Autocorrelation Binary Sequences: On Improved Merit Factors and Runtime Predictions to Achieve Them Journal Article

In: Appl. Soft Comput., vol. 56, pp. 262–285, 2017.

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A hybrid differential evolution for optimal multilevel image thresholding

Mlakar, Uroš; Potočnik, Božidar; Brest, Janez

A hybrid differential evolution for optimal multilevel image thresholding Journal Article

In: Expert Systems with Applications, vol. 65, pp. 221–232, 2016.

Links | BibTeX

iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization

Brest, Janez; Maučec, Mirjam Sepesy; Bošković, Borko

iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization Proceedings Article

In: 2016 IEEE congress on evolutionary computation (CEC), pp. 1188–1195, IEEE 2016.

Links | BibTeX

Differential evolution for protein folding optimization based on a three-dimensional AB off-lattice model

Bošković, Borko; Brest, Janez

Differential evolution for protein folding optimization based on a three-dimensional AB off-lattice model Journal Article

In: Journal of molecular modeling, vol. 22, pp. 1–15, 2016.

Links | BibTeX

Genetic algorithm with advanced mechanisms applied to the protein structure prediction in a hydrophobic-polar model and cubic lattice

Bošković, Borko; Brest, Janez

Genetic algorithm with advanced mechanisms applied to the protein structure prediction in a hydrophobic-polar model and cubic lattice Journal Article

In: Applied Soft Computing, vol. 45, pp. 61–70, 2016.

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Self-adaptive control parameters' randomization frequency and propagations in differential evolution

Zamuda, Aleš; Brest, Janez

Self-adaptive control parameters' randomization frequency and propagations in differential evolution Journal Article

In: Swarm and Evolutionary Computation, vol. 25, pp. 72-99, 2015.

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Brest, Janez; Zamuda, Aleš; Fister, Iztok; Bošković, Borko

Some improvements of the self-adaptive jDE algorithm Proceedings Article

In: IEEE 2015.

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Brest, Janez; Zamuda, Aleš; Bošković, Borko

Adaptation in the differential evolution Book Chapter

In: Adaptation and Hybridization in Computational Intelligence, vol. 18, pp. 53 – 68, Springer, 2015.

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Dugonik, Jani; Bošković, Borko; Maučec, Mirjam Sepesy; Brest, Janez

The usage of differential evolution in a statistical machine translation Journal Article

In: Proceedings, December, 2014, (IEEE SSCI 2014-2014 IEEE Symposium Series on Computational Intelligence-SDE 2014: 2014 IEEE Symposium on Differential Evolution).

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Mlakar, Uroš; Brest, Janez; Zamuda, Aleš

Differential evolution for self-adaptive triangular brushstrokes Proceedings Article

In: pp. 105 – 116, 2014.

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Zamuda, Aleš; Brest, Janez

Vectorized Procedural Models for Animated Trees Reconstruction using Differential Evolution Journal Article

In: Information Sciences, vol. 278, pp. 1-21, 2014.

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A comprehensive review of firefly algorithms

Fister, Iztok; Jr, Iztok Fister; Yang, Xin-She; Brest, Janez

A comprehensive review of firefly algorithms Journal Article

In: Swarm and evolutionary computation, vol. 13, pp. 34–46, 2013.

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A brief review of nature-inspired algorithms for optimization

Jr, Iztok Fister; Yang, Xin-She; Fister, Iztok; Brest, Janez; Fister, Dušan

A brief review of nature-inspired algorithms for optimization Journal Article

In: Elektrotehniški vestnik, vol. 80, iss. 3, pp. 116–122, 2013.

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Zamuda, Aleš; Brest, Janez; Mezura-Montes, Efrén

Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization Proceedings Article

In: 2013 IEEE congress on evolutionary computation, pp. 1925 – 1931, IEEE 2013.

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Brest, Janez; Bošković, Borko; Zamuda, Aleš; Fister, Iztok; Mezura-Montes, Efren

Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies Proceedings Article

In: pp. 377 – 383, IEEE 2013.

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Jr, Iztok Fister; Yang, Xin-She; Fister, Iztok; Brest, Janez; Fister, Dušan

[Preprint] A brief review of nature-inspired algorithms for optimization Online

2013, visited: 15.07.2013.

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Zamuda, Aleš; Brest, Janez

Environmental Framework to Visualize Emergent Artificial Forest Ecosystems Journal Article

In: Information Sciences, vol. 220, pp. 522-540, 2013.

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Zamuda, Aleš; Brest, Janez

Tree Model Reconstruction Innovization Using Multi-objective Differential Evolution Proceedings Article

In: 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), Brisbane, Australia, pp. 575-582, 2012.

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99 entries « 3 of 5 »